efficientnet

There are 5 repositories under efficientnet topic.

rwightman / pytorch-image-models
PyTorch image models, scripts, pretrained weights -- ResNet, ResNeXT, EfficientNet, EfficientNetV2, NFNet, Vision Transformer, MixNet, MobileNet-V3/V2, RegNet, DPN, CSPNet, and more
augmix cnn-classification distributed-training dual-path-networks efficientnet efficientnet-training imagenet-classifier mixnet mnasnet mobile-deep-learning mobilenet-v2 mobilenetv3 nfnets normalization-free-training pretrained-models pretrained-weights pytorch randaugment resnet vision-transformer-models
Language:Python 18607
zylo117 / Yet-Another-EfficientDet-Pytorch
The pytorch re-implement of the official efficientdet with SOTA performance in real time and pretrained weights.
efficientdet efficientnet pytorch object-detection detection bifpn
Language:Jupyter Notebook 5039
google / automl
Google Brain AutoML
automl efficientdet efficientnet efficientnetv2 object-detection
Language:Jupyter Notebook 5014
RangiLyu / nanodet
NanoDet-Plus⚡Super fast and lightweight anchor-free object detection model. 🔥Only 980 KB(int8) / 1.8MB (fp16) and run 97FPS on cellphone🔥
anchor-free android deep-learning deep-neural-networks efficientnet mnn model-zoo nanodet nanodet-plus ncnn object-detection openvino pytorch repvgg shufflenet
Language:Python 4354
qubvel / segmentation_models
Segmentation models with pretrained backbones. Keras and TensorFlow Keras.
densenet efficientnet fpn image-segmentation keras keras-examples keras-models keras-tensorflow linknet mobilenet pre-trained pretrained pspnet resnet resnext segmentation segmentation-models tensorflow tensorflow-keras unet
Language:Python 3859
qubvel / efficientnet
Implementation of EfficientNet model. Keras and TensorFlow Keras.
classification deep-learning efficient efficientnet image-classification imagenet mobilenet nasnetmobile pretrained-models
Language:Python 1970
rwightman / gen-efficientnet-pytorch
Pretrained EfficientNet, EfficientNet-Lite, MixNet, MobileNetV3 / V2, MNASNet A1 and B1, FBNet, Single-Path NAS
mobilenetv3 mnasnet fbnet pytorch pretrained-models onnx caffe2 efficientnet
Language:Python 1469
toandaominh1997 / EfficientDet.Pytorch
Implementation EfficientDet: Scalable and Efficient Object Detection in PyTorch
coco computer-vision demo detection efficientdet-d0 efficientnet focalloss multibox nms object-detection pascal-voc pytorch
Language:Python 1426
rwightman / efficientdet-pytorch
A PyTorch impl of EfficientDet faithful to the original Google impl w/ ported weights
efficientdet efficientnet object-detection pytorch semantic-segmentation
Language:Python 1350
taehoonlee / tensornets
High level network definitions with pre-trained weights in TensorFlow
tensorflow model zoo deep-learning object-detection yolo yolov2 yolov3 faster-rcnn resnet inception nasnet pnasnet vgg densenet mobilenet mobilenetv2 mobilenetv3 efficientnet squeezenet
Language:Python 1006
szq0214 / MEAL-V2
MEAL V2: Boosting Vanilla ResNet-50 to 80%+ Top-1 Accuracy on ImageNet without Tricks
distillation imagenet compression-algorithm mobilenetv3 efficientnet pre-trained resnet50 imagenet-dataset meal model-architecture pytorch distillation-model
Language:Python 634
signatrix / efficientdet
(Pretrained weights provided) EfficientDet: Scalable and Efficient Object Detection implementation by Signatrix GmbH
coco-dataset deep-learning efficientdet efficientnet neural-network object-detection pytorch
Language:Python 586
calmisential / Basic_CNNs_TensorFlow2
A tensorflow2 implementation of some basic CNNs(MobileNetV1/V2/V3, EfficientNet, ResNeXt, InceptionV4, InceptionResNetV1/V2, SENet, SqueezeNet, DenseNet, ShuffleNetV2, ResNet).
tensorflow2 image-classification image-recognition tensorflow mobilenet-v1 mobilenet-v2 mobilenet-v3 efficientnet resnext inception-v4 inception-resnet-v2 senet seresnet squeezenet densenet shufflenet-v2 resnet regnet
Language:Python 477
cavalleria / cavaface
face recognition training project(pytorch)
face-recognition pytorch network loss arcnegface arcface resnest attention-irse apex randaugment mixup dataparallel model-parallel resnet-irse curricularface cosface amsoftmax circleloss ghostnet efficientnet
Language:Python 394
gmalivenko / awesome-computer-vision-models
A list of popular deep learning models related to classification, segmentation and detection problems
awesome-list machine-learning machine-learning-algorithms machine-learning-models computer-vision computer-vision-algorithms semantic-segmentation image-classification object-detection deep-learning awesome awesome-lists resnet densenet nasnet diracnet mixnet efficientnet proxylessnas sknet
391
Bobo-y / flexible-yolov5
More readable and flexible yolov5 with more backbone(resnet, shufflenet, moblienet, efficientnet, hrnet, swin-transformer) and (cbam，dcn and so on), and tensorrt
yolov5 resnet moblienet backbone neck se cbam efficientnet pytorch shufflenet hrnet dcnv2 tensorrt object-detection swin-transformer
Language:Python 359
d-li14 / efficientnetv2.pytorch
PyTorch implementation of EfficientNetV2 family
pytorch-implementation efficientnet efficientnetv2 imagenet icml2021
Language:Python 330
zsef123 / EfficientNets-PyTorch
A PyTorch implementation of " EfficientNet: Rethinking Model Scaling for Convolutional Neural Networks."
pytorch efficientnet deep-learning
Language:Python 294
fsx950223 / mobilenetv2-yolov3
yolov3 with mobilenetv2 and efficientnet
mobilenetv2 yolov3 darknet53 tensorflow keras efficientnet tf2
Language:Python 287
fastseg
ekzhang / fastseg
📸 PyTorch implementation of MobileNetV3 for real-time semantic segmentation, with pretrained weights & state-of-the-art performance
aspp cityscapes computer-vision deep-learning deeplabv3 edge-computing efficientnet kitti-dataset mapillary-vistas-dataset mobilenetv3 pytorch semantic-segmentation
Language:Python 273
linksense / LightNetPlusPlus
LightNet++: Boosted Light-weighted Networks for Real-time Semantic Segmentation
mobilenetv2 mobilenetv2plus shufflenetv2 shufflenetv2plus aspp deeplab-v3-plus unsharp-masking inplaceabn deepdrive cityscapes pytorch apex semantic-segmentation attention-mechanism dense-aspp lightnet light-weighted-network mixnet bifpn efficientnet
Language:Python 229
node-efficientnet
ntedgi / node-efficientnet
tensorflowJS implementation of EfficientNet 🚀
tensorflow tfjs efficientnet image-recognition efficientnet-model imagenet deep-learning classification image-classification mobilenet pretrained-models
Language:TypeScript 227
sml2h3 / captcha_trainer_pytorch
基于MobileNetV2/EfficientNet-b0/... + LSTM + CTC的不定长图像识别训练pytorch框架
classfication efficientnet mobilenetv2 pytorch
Language:Python 176
MachineLP / PyTorch_image_classifier
Image classification: efficientnet/resnest/seresnext/.....
image-classification efficientnet resnest seresnext
Language:Python 173
image_classifier
gsurma / image_classifier
CNN image classifier implemented in Keras Notebook 🖼️.
convolutional-neural-networks cnn cnn-keras cnn-classification keras python google-colab colaboratory notebook image-classification image-recognition artificial-intelligence ai machine-learning ml efficientnet transfer-learning efficientnet-keras
Language:Jupyter Notebook 168
sxhxliang / detectron2_backbone
detectron2 backbone: resnet18, efficientnet, hrnet, mobilenet v2, resnest, bifpn
backbone detectron2 efficientnet hrnet pytorch resnet18
Language:Python 166
xiaomi-automl / SCARLET-NAS
Bridging the gap Between Stability and Scalability in Neural Architecture Search
efficientnet image-classification neural-architecture-search
Language:Python 143
leondgarse / Keras_insightface
Insightface Keras implementation
keras tensorflow2 insightface triplet arcface efficientnet subcenter-arcface distillation ghostnet tensorflow tf magface curricularface vargface
Language:Python 127
zhoudaxia233 / EfficientUnet-PyTorch
A PyTorch 1.0 Implementation of Unet with EfficientNet as encoder
unet unet-pytorch image-segmentation efficientnet efficientunet
Language:Python 116
fastai
EagerAI / fastai
R interface to fast.ai
fastai r vision text collaborative-filtering gpu tabular medical audio timeseries cyclegan darknet darknet-image-classification efficientnet object-detection efficientdet icevision
Language:R 111
rwightman / efficientnet-jax
EfficientNet, MobileNetV3, MobileNetV2, MixNet, etc in JAX w/ Flax Linen and Objax
efficientnet flax flax-linen jax mixnet mobilenetv2 mobilenetv3 objax tpu
Language:Python 109
narumiruna / efficientnet-pytorch
A PyTorch implementation of "EfficientNet: Rethinking Model Scaling for Convolutional Neural Networks".
cifar10 efficientnet imagenet mnist pytorch
Language:Python 96
rom1504 / image_embeddings
Using efficientnet to provide embeddings for retrieval
computer-vision efficientnet embeddings recommendation-system representation-learning retrieval
Language:Jupyter Notebook 83
mzhaoshuai / Divide-and-Co-training
[Paper 2020] Towards Better Accuracy-efficiency Trade-offs: Divide and Co-training. Plus, an image classification toolbox includes ResNet, Wide-ResNet, ResNeXt, ResNeSt, ResNeXSt, SENet, Shake-Shake, DenseNet, PyramidNet, and EfficientNet.
cifar deep-ensemble efficientnet image-classification imagenet splitnet
Language:Python 82
Tony607 / efficientnet_keras_transfer_learning
Transfer Learning with EfficientNet in Keras
efficientnet keras transfer-learning
Language:Jupyter Notebook 81
SamYuen101234 / Masked_Face_Recognition
2020/2021 HKUST CSE FYP Masked Facial Recognition, developer: Sam Yuen, Alex Xie, Tony Cheng
facial-recognition masked-face-recognition cnn pytorch arcface triplet-loss inceptionresnet mtcnn efficientnet se-resnext artificial-intelligence machine-learning computer-vision hkust online-triplet-mining triplet-mining-sampler face-alignment transfer-learining
Language:Python 70

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